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Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning
Partially annotated clips contain rich temporal contexts that can complement the sparse key frame annotations in providing supervision for model training.
Efficient Video Understanding via Layered Multi Frame-Rate Analysis
One of the greatest challenges in the design of a real-time perception system for autonomous driving vehicles and drones is the conflicting requirement of safety (high prediction accuracy) and efficiency.
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